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Generative Modeling on IEEE 14-bus AC 68-dim (test)

0.0104W1 Distance

RealNVP-TC-MMD-VAE

Updated 14d ago

Evaluation Results

Method	Links
RealNVP-TC-MMD-VAE 2026.05		0.0104	0.101	0.935	0.094	0.911
TC-MMD-VAE 2026.05		0.0107	0.123	0.935	0.081	0.911
MMD-VAE 2026.05		0.0108	0.112	0.935	0.162	0.912
LSTM-MMD-VAE 2026.05		0.0117	0.074	0.934	0.161	0.905
DDPM 2026.05		0.0155	0.01	0.908	0.146	0.902
PI-TC-MMD-VAE 2026.05		0.0169	0.055	0.873	0.318	0.91
LSTM-MMD-VAE-WGAN 2026.05		0.0188	0.017	0.93	0.166	0.906
PI-RealNVP-TC-MMD-VAE 2026.05		0.0202	0.044	0.777	0.317	0.91
FlowTS 2026.05		0.0229	0.015	0.907	0.161	0.903
LSTM-WGAN 2026.05		0.023	0.022	0.898	0.143	0.904
PI-MMD-VAE 2026.05		0.0233	0.035	0.784	0.299	0.908
PI-LSTM-MMD-VAE 2026.05		0.0299	0.082	0.621	0.273	0.906
WGAN 2026.05		0.0371	0.081	0.739	0.129	0.906
PI-DDPM 2026.05		0.0448	0.169	0.521	0.272	0.899
PI-LSTM-WGAN 2026.05		0.0467	0.141	0.448	0.272	0.902
PI-LSTM-MMD-VAE-WGAN 2026.05		0.0496	0.158	0.47	0.269	0.907
MMD-VAE-WGAN 2026.05		0.0512	0.335	0.516	0.124	0.908
PI-MMD-VAE-WGAN 2026.05		0.0624	0.171	0.246	0.273	0.906
PI-FlowTS 2026.05		0.0632	0.171	0.236	0.277	0.904
PI-WGAN 2026.05		0.0738	0.221	0.252	0.261	0.905